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masud1901/README.md

Md. Akmol Masud Role

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About

Incoming M.A.Sc. student at Queen's University (Sep 2026), supervised by Dr. Ning Lu. Research focus: federated learning over wireless networks — communication-efficient, heterogeneity-robust, and privacy-preserving distributed ML.

Interests: Federated Learning · Wireless & Edge Systems · Privacy-Preserving ML


Publications

6 publications across TMLR, PLOS ONE, IEEE TAI, and more — full list on Google Scholar ↗.


Projects

Repo Description
Dream-Sleep-Apnea Explainable neural network for sleep apnea detection from single-lead ECG · BSPC 2026
MosQNet-SA Mosquito species classification with explainable CNN-attention · PLOS ONE 2026
Sensitivity-Guided-Quantum-Machine-Unlearning Post-training data removal from variational quantum circuits with differential privacy · IEEE QPAIN 2026
fed-dqn-tsr Federated DQN for resource-aware traffic sign recognition · ICECTE 2026

Recognition

🏅 Zelestra × AWS ML Ascend Challenge — Top 8% · Ranked 84th of 1,016 global teams · Jun 2025
🎓 IBM Data Science Professional Certificate · Verify ↗


GitHub Activity

Contribution Graph

Open to research collaborations in federated learning, privacy-preserving ML, and edge AI.
m.masud@queensu.ca  ·  Google Scholar  ·  akmolmasud5.com

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  1. rochi88/bdshare rochi88/bdshare Public

    A utility for crawling historical and Real-time Quotes data from Dhaka Stock Exchange (DSE)

    Python 42 13

  2. MosQNet-SA MosQNet-SA Public

    MosQNet-SA is a novel deep learning model designed for accurate classification of mosquito species. This project focuses on distinguishing between three primary mosquito species: Anopheles, Aedes, …

    Jupyter Notebook 1 1

  3. Multi-Layered-Password-Based-Steganography Multi-Layered-Password-Based-Steganography Public

    This project provides a comprehensive benchmark and analysis of various steganography methods, introducing a novel multi-layer approach that significantly improves security while maintaining image …

    Python 1

  4. all-rl-algorithms all-rl-algorithms Public

    Forked from FareedKhan-dev/all-rl-algorithms

    Implementation of all RL algorithms in a simpler way

    Jupyter Notebook

  5. Dream-Sleep-Apnea Dream-Sleep-Apnea Public

    This repository focuses on preparing a high-quality dataset for apnea detection, sourced from the Physionet apnea dataset. It encompasses various preprocessing and filtering steps designed to enhan…

    Jupyter Notebook 3 1

  6. fed-dqn-tsr fed-dqn-tsr Public

    FedDQN-TSR is a federated reinforcement learning framework for resource-aware inference offloading in Internet of Vehicles (IoV). It combines Deep Q-Networks (DQN) with Federated Learning (FL) to d…

    Python 1